Fold 0
Model 0 best validation auc = 0.754460 on epoch 5
Model 0 test auc = 0.874172
Ensemble test auc = 0.874172
Fold 1
Model 0 best validation auc = 0.780282 on epoch 4
Model 0 test auc = 0.865744
Ensemble test auc = 0.865744
Fold 2
Model 0 best validation auc = 0.784038 on epoch 3
Model 0 test auc = 0.928356
Ensemble test auc = 0.928356
Fold 3
Model 0 best validation auc = 0.795305 on epoch 4
Model 0 test auc = 0.782661
Ensemble test auc = 0.782661
Fold 4
Model 0 best validation auc = 0.768545 on epoch 25
Model 0 test auc = 0.838049
Ensemble test auc = 0.838049
Fold 5
Model 0 best validation auc = 0.754930 on epoch 4
Model 0 test auc = 0.925346
Ensemble test auc = 0.925346
Fold 6
Model 0 best validation auc = 0.809390 on epoch 4
Model 0 test auc = 0.877182
Ensemble test auc = 0.877182
Fold 7
Model 0 best validation auc = 0.779812 on epoch 3
Model 0 test auc = 0.790488
Ensemble test auc = 0.790488
Fold 8
Model 0 best validation auc = 0.801878 on epoch 4
Model 0 test auc = 0.912703
Ensemble test auc = 0.912703
Fold 9
Model 0 best validation auc = 0.760563 on epoch 16
Model 0 test auc = 0.835039
Ensemble test auc = 0.835039
10-fold cross validation
	Seed 0 ==> test auc = 0.874172
	Seed 1 ==> test auc = 0.865744
	Seed 2 ==> test auc = 0.928356
	Seed 3 ==> test auc = 0.782661
	Seed 4 ==> test auc = 0.838049
	Seed 5 ==> test auc = 0.925346
	Seed 6 ==> test auc = 0.877182
	Seed 7 ==> test auc = 0.790488
	Seed 8 ==> test auc = 0.912703
	Seed 9 ==> test auc = 0.835039
Overall test auc = 0.862974 +/- 0.049070
Elapsed time = 0:03:11
